結構描述欄位群組端點

Last update: Tue Jul 16 2024 00:00:00 GMT+0000 (Coordinated Universal Time)

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開發人員

結構描述欄位群組是可重複使用的元件，可定義代表特定概念的一或多個欄位，例如個人、郵寄地址或網頁瀏覽器環境。視欄位群組代表的資料行為（記錄或時間序列）而定，這些欄位群組旨在包含在實施相容類別的結構描述中。 Schema Registry API中的/fieldgroups端點可讓您以程式設計方式管理體驗應用程式中的欄位群組。

快速入門

本指南中使用的端點是Schema Registry API的一部分。繼續之前，請先檢閱快速入門手冊，以取得相關檔案的連結、閱讀本檔案中範例API呼叫的手冊，以及有關成功呼叫任何Experience PlatformAPI所需必要標題的重要資訊。

擷取欄位群組清單 list

您可以分別向/global/fieldgroups或/tenant/fieldgroups發出GET要求，列出global或tenant容器下的所有欄位群組。

NOTE

列出資源時，結構描述登入將結果集限製為300個專案。為了傳回超過此限制的資源，您必須使用分頁引數。也建議您使用其他查詢引數來篩選結果並減少傳回的資源數量。如需詳細資訊，請參閱附錄檔案中有關查詢引數的部分。

API格式

GET /{CONTAINER_ID}/fieldgroups?{QUERY_PARAMS}

參數

說明

{CONTAINER_ID}

您要擷取欄位群組的容器： global (針對Adobe建立的欄位群組)或tenant （針對貴組織擁有的欄位群組）。

{QUERY_PARAMS}

篩選結果的選用查詢引數。如需可用引數的清單，請參閱附錄檔案。

要求

下列要求會使用orderby查詢引數，依欄位群組的title屬性排序欄位群組，從tenant容器擷取欄位群組清單。

curl -X GET \
  https://platform.adobe.io/data/foundation/schemaregistry/tenant/fieldgroups?orderby=title \
  -H 'Accept: application/vnd.adobe.xed-id+json' \
  -H 'Authorization: Bearer {ACCESS_TOKEN}' \
  -H 'x-api-key: {API_KEY}' \
  -H 'x-gw-ims-org-id: {ORG_ID}' \
  -H 'x-sandbox-name: {SANDBOX_NAME}'

回應格式取決於請求中傳送的Accept標頭。下列Accept標題可用於列出欄位群組：

Accept標題

說明

application/vnd.adobe.xed-id+json

傳回每個資源的簡短摘要。這是列出資源的建議標頭。（上限： 300）

application/vnd.adobe.xed+json

傳回每個資源的完整JSON欄位群組，包含原始$ref和allOf。（上限： 300）

回應

上述要求使用了application/vnd.adobe.xed-id+json Accept標頭，因此回應只包含每個欄位群組的title、$id、meta:altId和version屬性。使用其他Accept標頭(application/vnd.adobe.xed+json)會傳回每個欄位群組的所有屬性。根據您在回應中需要的資訊，選取適當的Accept標頭。

{
  "results": [
    {
      "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/6ece98e9842907c78c651f5b249d9f09",
      "meta:altId": "_{TENANT_ID}.mixins.6ece98e9842907c78c651f5b249d9f09",
      "version": "1.0",
      "title": "CRM Data"
    },
    {
      "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/6386ee478a30914964c6e676ad55603c",
      "meta:altId": "_{TENANT_ID}.mixins.6386ee478a30914964c6e676ad55603c",
      "version": "1.9",
      "title": "Loyalty Member Details"
    },
    {
      "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/67626b2830db3d3ea6c8f9d007aa5797",
      "meta:altId": "_{TENANT_ID}.mixins.67626b2830db3d3ea6c8f9d007aa5797",
      "version": "1.0",
      "title": "Restaurant"
    },
    {
      "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/2583b25b613fec704da6ef70cf527688",
      "meta:altId": "_{TENANT_ID}.mixins.2583b25b613fec704da6ef70cf527688",
      "version": "1.1",
      "title": "Retail Customer Preferences"
    },
  ],
  "_page": {
    "orderby": "title",
    "next": null,
    "count": 3
  },
  "_links": {
    "next": null,
    "global_schemas": {
      "href": "https://platform.adobe.io/data/foundation/schemaregistry/global/fieldgroups"
    }
  }
}

查詢欄位群組 lookup

您可以在GET請求的路徑中包含欄位群組ID，以查詢特定欄位群組。

API格式

GET /{CONTAINER_ID}/fieldgroups/{FIELD_GROUP_ID}

參數

說明

{CONTAINER_ID}

容納您要擷取之欄位群組的容器： global用於Adobe建立的欄位群組，或tenant用於您的組織擁有的欄位群組。

{FIELD_GROUP_ID}

您要查閱之欄位群組的meta:altId或URL編碼的$id。

要求

下列要求會依照路徑中提供的meta:altId值擷取欄位群組。

curl -X GET \
  https://platform.adobe.io/data/foundation/schemaregistry/tenant/fieldgroups/_{TENANT_ID}.mixins.8779fd45d6e4eb074300023a439862bbba359b60d451627a \
  -H 'Accept: application/vnd.adobe.xed+json' \
  -H 'Authorization: Bearer {ACCESS_TOKEN}' \
  -H 'x-api-key: {API_KEY}' \
  -H 'x-gw-ims-org-id: {ORG_ID}' \
  -H 'x-sandbox-name: {SANDBOX_NAME}'

回應格式取決於請求中傳送的Accept標頭。所有查詢請求都要求在Accept標頭中包含version。下列Accept標頭可供使用：

Accept標題

說明

application/vnd.adobe.xed+json; version={MAJOR_VERSION}

具有$ref和allOf的原始，有標題和說明。

application/vnd.adobe.xed-full+json; version={MAJOR_VERSION}

$ref和allOf已解決，有標題和說明。

application/vnd.adobe.xed-notext+json; version={MAJOR_VERSION}

含有$ref和allOf的原始，沒有標題或說明。

application/vnd.adobe.xed-full-notext+json; version={MAJOR_VERSION}

$ref和allOf已解決，無標題或說明。

application/vnd.adobe.xed-full-desc+json; version={MAJOR_VERSION}

已解決$ref和allOf，包含描述元。

回應

成功的回應會傳回欄位群組的詳細資料。傳回的欄位取決於請求中傳送的Accept標頭。嘗試使用不同的Accept標頭來比較回應，並決定哪個標頭最適合您的使用案例。

{
  "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:altId": "_{TENANT_ID}.mixins.8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:resourceType": "mixins",
  "version": "1.2",
  "title": "Favorite Hotel",
  "type": "object",
  "description": "",
  "definitions": {
    "customFields": {
      "type": "object",
      "properties": {
        "_{TENANT_ID}": {
          "type": "object",
          "properties": {
            "favoriteHotel": {
              "title": "Favorite Hotel",
              "description": "Reference field for hotel schema.",
              "type": "string",
              "isRequired": false,
              "meta:xdmType": "string"
            }
          },
          "meta:xdmType": "object"
        }
      },
      "meta:xdmType": "object"
    }
  },
  "allOf": [
    {
      "$ref": "#/definitions/customFields",
      "type": "object",
      "meta:xdmType": "object"
    }
  ],
  "imsOrg": "{ORG_ID}",
  "meta:extensible": true,
  "meta:abstract": true,
  "meta:intendedToExtend": [
    "https://ns.adobe.com/xdm/context/profile"
  ],
  "meta:xdmType": "object",
  "meta:registryMetadata": {
    "repo:createdDate": 1594941263588,
    "repo:lastModifiedDate": 1594941538433,
    "xdm:createdClientId": "{CLIENT_ID}",
    "xdm:lastModifiedClientId": "{CLIENT_ID}",
    "xdm:createdUserId": "{USER_ID}",
    "xdm:lastModifiedUserId": "{USER_ID}",
    "eTag": "5e8a5e508eb2ed344c08cb23ed27cfb60c841bec59a2f7513deda0f7af903021",
    "meta:globalLibVersion": "1.15.4"
  },
  "meta:containerId": "tenant",
  "meta:tenantNamespace": "_{TENANT_ID}"
}

建立欄位群組 create

您可以發出POST要求，以在tenant容器下定義自訂欄位群組。

API格式

POST /tenant/fieldgroups

要求

定義新欄位群組時，它必須包含meta:intendedToExtend屬性，列出與欄位群組相容的類別的$id。在此範例中，欄位群組與先前定義的Property類別相容。自訂欄位必須巢狀內嵌於_{TENANT_ID}下（如範例所示），以避免與類別和其他欄位群組提供的類似欄位發生任何衝突。

NOTE

如需有關如何定義要包含在欄位群組中的不同欄位型別的詳細資訊，請參閱在API中定義自訂欄位的指南。

curl -X POST \
  https://platform.adobe.io/data/foundation/schemaregistry/tenant/fieldgroups \
  -H 'Authorization: Bearer {ACCESS_TOKEN}' \
  -H 'Content-Type: application/json' \
  -H 'x-api-key: {API_KEY}' \
  -H 'x-gw-ims-org-id: {ORG_ID}' \
  -H 'x-sandbox-name: {SANDBOX_NAME}' \
  -d '{
        "title":"Property Details",
        "description":"Detailed information related to the properties owned and operated by the company.",
        "type":"object",
        "meta:intendedToExtend":["https://ns.adobe.com/{TENANT_ID}/classes/19e1d8b5098a7a76e2c10a81cbc99590"],
        "definitions": {
          "property": {
            "properties": {
              "_{TENANT_ID}": {
              "type":"object",
              "properties": {
                  "propertyName": {
                    "type": "string",
                    "title": "Property Name",
                    "description": "Name of the property"
                  },
                  "propertyCity": {
                    "title": "Property City",
                    "description": "City where the property is located.",
                    "type": "string"
                  },
                  "phoneNumber": {
                    "title": "Phone Number",
                    "description": "Primary phone number for the property.",
                    "type": "string"
                  },
                  "propertyType": {
                    "type": "string",
                    "title": "Property Type",
                    "description": "Type and primary use of property.",
                    "enum": [
                        "retail",
                        "yoga",
                        "fitness"
                    ],
                    "meta:enum": {
                        "retail": "Retail Store",
                        "yoga": "Yoga Studio",
                        "fitness": "Fitness Center"
                    }
                  },
                  "propertyConstruction": {
                    "$ref": "https://ns.adobe.com/{TENANT_ID}/datatypes/24c643f618647344606222c494bd0102"
                  }
                }
              }
            }
          }
        },
        "allOf": [
            {
                "$ref": "#/definitions/property"
            }
        ]
}'

回應

成功的回應會傳回HTTP狀態201 （已建立）以及包含新建立欄位群組之詳細資訊的裝載，包括$id、meta:altId和version。這些值是唯讀的，並由Schema Registry指派。

{
  "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:altId": "_{TENANT_ID}.mixins.8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:resourceType": "mixins",
  "version": "1.2",
  "title": "Property Details",
  "type": "object",
  "description": "Detailed information related to the properties owned and operated by the company.",
  "definitions": {
    "property": {
      "properties": {
        "_{TENANT_ID}": {
        "type":"object",
        "properties": {
            "propertyName": {
              "type": "string",
              "title": "Property Name",
              "description": "Name of the property"
            },
            "propertyCity": {
              "title": "Property City",
              "description": "City where the property is located.",
              "type": "string"
            },
            "phoneNumber": {
              "title": "Phone Number",
              "description": "Primary phone number for the property.",
              "type": "string"
            },
            "propertyType": {
              "type": "string",
              "title": "Property Type",
              "description": "Type and primary use of property.",
              "enum": [
                  "retail",
                  "yoga",
                  "fitness"
              ],
              "meta:enum": {
                  "retail": "Retail Store",
                  "yoga": "Yoga Studio",
                  "fitness": "Fitness Center"
              }
            },
            "propertyConstruction": {
              "$ref": "https://ns.adobe.com/{TENANT_ID}/datatypes/24c643f618647344606222c494bd0102"
            }
          }
        }
      }
    }
  },
  "allOf": [
    {
      "$ref": "#/definitions/customFields",
      "type": "object",
      "meta:xdmType": "object"
    }
  ],
  "imsOrg": "{ORG_ID}",
  "meta:extensible": true,
  "meta:abstract": true,
  "meta:intendedToExtend": [
    "https://ns.adobe.com/xdm/context/profile"
  ],
  "meta:xdmType": "object",
  "meta:registryMetadata": {
    "repo:createdDate": 1594941263588,
    "repo:lastModifiedDate": 1594941538433,
    "xdm:createdClientId": "{CLIENT_ID}",
    "xdm:lastModifiedClientId": "{CLIENT_ID}",
    "xdm:createdUserId": "{USER_ID}",
    "xdm:lastModifiedUserId": "{USER_ID}",
    "eTag": "5e8a5e508eb2ed344c08cb23ed27cfb60c841bec59a2f7513deda0f7af903021",
    "meta:globalLibVersion": "1.15.4"
  },
  "meta:containerId": "tenant",
  "meta:tenantNamespace": "_{TENANT_ID}"
}

執行列出租使用者容器中所有欄位群組的GET要求現在會包含屬性詳細資料欄位群組，或者您可以使用URL編碼的$id URI執行查詢(GET)要求以直接檢視新的欄位群組。

更新欄位群組 put

您可以透過PUT作業取代整個欄位群組，基本上是重寫資源。透過PUT要求更新欄位群組時，本文必須包含在POST要求中建立新欄位群組時所需的所有欄位。

NOTE

如果您只想更新部分欄位群組而不是完全取代它，請參閱更新部分欄位群組的區段。

API格式

PUT /tenant/fieldgroups/{FIELD_GROUP_ID}

參數

說明

{FIELD_GROUP_ID}

您要重新寫入之欄位群組的meta:altId或URL編碼的$id。

要求

下列要求會重新寫入現有的欄位群組，新增新的propertyCountry欄位。

curl -X PUT \
  https://platform.adobe.io/data/foundation/schemaregistry/tenant/fieldgroups/_{TENANT_ID}.mixins.8779fd45d6e4eb074300023a439862bbba359b60d451627a \
  -H 'Authorization: Bearer {ACCESS_TOKEN}' \
  -H 'Content-Type: application/json' \
  -H 'x-api-key: {API_KEY}' \
  -H 'x-gw-ims-org-id: {ORG_ID}' \
  -H 'x-sandbox-name: {SANDBOX_NAME}' \
  -d '{
        "title": "Property Details",
        "description": "Detailed information related to the properties owned and operated by the company.",
        "type": "object",
        "meta:intendedToExtend": ["https://ns.adobe.com/{TENANT_ID}/classes/19e1d8b5098a7a76e2c10a81cbc99590"],
        "definitions": {
          "property": {
            "properties": {
              "_{TENANT_ID}": {
              "type":"object",
              "properties": {
                  "propertyName": {
                    "type": "string",
                    "title": "Property Name",
                    "description": "Name of the property"
                  },
                  "propertyCity": {
                    "title": "Property City",
                    "description": "City where the property is located.",
                    "type": "string"
                  },
                  "propertyCountry": {
                    "title": "Property Country",
                    "description": "Country where the property is located.",
                    "type": "string"
                  },
                  "phoneNumber": {
                    "title": "Phone Number",
                    "description": "Primary phone number for the property.",
                    "type": "string"
                  },
                  "propertyType": {
                    "type": "string",
                    "title": "Property Type",
                    "description": "Type and primary use of property.",
                    "enum": [
                        "retail",
                        "yoga",
                        "fitness"
                    ],
                    "meta:enum": {
                        "retail": "Retail Store",
                        "yoga": "Yoga Studio",
                        "fitness": "Fitness Center"
                    }
                  },
                  "propertyConstruction": {
                    "$ref": "https://ns.adobe.com/{TENANT_ID}/datatypes/24c643f618647344606222c494bd0102"
                  }
                }
              }
            }
          }
        },
        "allOf": [
            {
                "$ref": "#/definitions/property"
            }
        ]
      }'

回應

成功的回應會傳回已更新欄位群組的詳細資料。

{
  "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:altId": "_{TENANT_ID}.mixins.8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:resourceType": "mixins",
  "version": "1.2",
  "title": "Property Details",
  "type": "object",
  "description": "Detailed information related to the properties owned and operated by the company.",
  "definitions": {
    "property": {
      "properties": {
        "_{TENANT_ID}": {
        "type":"object",
        "properties": {
            "propertyName": {
              "type": "string",
              "title": "Property Name",
              "description": "Name of the property"
            },
            "propertyCity": {
              "title": "Property City",
              "description": "City where the property is located.",
              "type": "string"
            },
            "propertyCountry": {
              "title": "Property Country",
              "description": "Country where the property is located.",
              "type": "string"
            },
            "phoneNumber": {
              "title": "Phone Number",
              "description": "Primary phone number for the property.",
              "type": "string"
            },
            "propertyType": {
              "type": "string",
              "title": "Property Type",
              "description": "Type and primary use of property.",
              "enum": [
                  "retail",
                  "yoga",
                  "fitness"
              ],
              "meta:enum": {
                  "retail": "Retail Store",
                  "yoga": "Yoga Studio",
                  "fitness": "Fitness Center"
              }
            },
            "propertyConstruction": {
              "$ref": "https://ns.adobe.com/{TENANT_ID}/datatypes/24c643f618647344606222c494bd0102"
            }
          }
        }
      }
    }
  },
  "allOf": [
    {
      "$ref": "#/definitions/customFields",
      "type": "object",
      "meta:xdmType": "object"
    }
  ],
  "imsOrg": "{ORG_ID}",
  "meta:extensible": true,
  "meta:abstract": true,
  "meta:intendedToExtend": [
    "https://ns.adobe.com/xdm/context/profile"
  ],
  "meta:xdmType": "object",
  "meta:registryMetadata": {
    "repo:createdDate": 1594941263588,
    "repo:lastModifiedDate": 1594941538433,
    "xdm:createdClientId": "{CLIENT_ID}",
    "xdm:lastModifiedClientId": "{CLIENT_ID}",
    "xdm:createdUserId": "{USER_ID}",
    "xdm:lastModifiedUserId": "{USER_ID}",
    "eTag": "5e8a5e508eb2ed344c08cb23ed27cfb60c841bec59a2f7513deda0f7af903021",
    "meta:globalLibVersion": "1.15.4"
  },
  "meta:containerId": "tenant",
  "meta:tenantNamespace": "_{TENANT_ID}"
}

更新欄位群組的部分 patch

您可以使用PATCH請求來更新欄位群組的部分。 Schema Registry支援所有標準JSON修補程式操作，包括add、remove和replace。如需JSON修補程式的詳細資訊，請參閱API基礎指南。

NOTE

如果您想要以新值取代整個資源，而不是更新個別欄位，請參閱使用PUT作業取代欄位群組一節。

API格式

PATCH /tenant/fieldgroups/{FIELD_GROUP_ID}

參數

說明

{FIELD_GROUP_ID}

您要更新的欄位群組之URL編碼的$id URI或meta:altId。

要求

下列範例要求會更新現有欄位群組的description，並新增新的propertyCity欄位。

請求內文採用陣列形式，每個列出的物件代表個別欄位的特定變更。每個物件都包含要執行的作業(op)、應在哪個欄位上執行該作業(path)，以及該作業中應包含哪些資訊(value)。

curl -X PATCH \
  https://platform.adobe.io/data/foundation/schemaregistry/tenant/fieldgroups/_{TENANT_ID}.mixins.8779fd45d6e4eb074300023a439862bbba359b60d451627a \
  -H 'Authorization: Bearer {ACCESS_TOKEN}' \
  -H 'x-api-key: {API_KEY}' \
  -H 'x-gw-ims-org-id: {ORG_ID}' \
  -H 'x-sandbox-name: {SANDBOX_NAME}' \
  -H 'content-type: application/json' \
  -d '[
        {
          "op": "replace",
          "path": "/description",
          "value": "Details relating to a property operated by the company."
        },
        {
          "op": "add",
          "path": "/definitions/property/properties/_{TENANT_ID}/properties/propertyCity",
          "value": {
            "title": "Property City",
            "description": "City where the property is located.",
            "type": "string"
          }
        }
      ]'

回應

回應顯示兩個作業都已成功執行。 description已更新，且propertyCountry已新增至definitions下。

{
  "$id": "https://ns.adobe.com/{TENANT_ID}/mixins/8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:altId": "_{TENANT_ID}.mixins.8779fd45d6e4eb074300023a439862bbba359b60d451627a",
  "meta:resourceType": "mixins",
  "version": "1.2",
  "title": "Property Details",
  "type": "object",
  "description": "Details relating to a property operated by the company.",
  "definitions": {
    "property": {
      "properties": {
        "_{TENANT_ID}": {
        "type":"object",
        "properties": {
            "propertyName": {
              "type": "string",
              "title": "Property Name",
              "description": "Name of the property"
            },
            "propertyCity": {
              "title": "Property City",
              "description": "City where the property is located.",
              "type": "string"
            },
            "propertyCountry": {
              "title": "Property Country",
              "description": "Country where the property is located.",
              "type": "string"
            },
            "phoneNumber": {
              "title": "Phone Number",
              "description": "Primary phone number for the property.",
              "type": "string"
            },
            "propertyType": {
              "type": "string",
              "title": "Property Type",
              "description": "Type and primary use of property.",
              "enum": [
                  "retail",
                  "yoga",
                  "fitness"
              ],
              "meta:enum": {
                  "retail": "Retail Store",
                  "yoga": "Yoga Studio",
                  "fitness": "Fitness Center"
              }
            },
            "propertyConstruction": {
              "$ref": "https://ns.adobe.com/{TENANT_ID}/datatypes/24c643f618647344606222c494bd0102"
            }
          }
        }
      }
    }
  },
  "allOf": [
    {
      "$ref": "#/definitions/customFields",
      "type": "object",
      "meta:xdmType": "object"
    }
  ],
  "imsOrg": "{ORG_ID}",
  "meta:extensible": true,
  "meta:abstract": true,
  "meta:intendedToExtend": [
    "https://ns.adobe.com/xdm/context/profile"
  ],
  "meta:xdmType": "object",
  "meta:registryMetadata": {
    "repo:createdDate": 1594941263588,
    "repo:lastModifiedDate": 1594941538433,
    "xdm:createdClientId": "{CLIENT_ID}",
    "xdm:lastModifiedClientId": "{CLIENT_ID}",
    "xdm:createdUserId": "{USER_ID}",
    "xdm:lastModifiedUserId": "{USER_ID}",
    "eTag": "5e8a5e508eb2ed344c08cb23ed27cfb60c841bec59a2f7513deda0f7af903021",
    "meta:globalLibVersion": "1.15.4"
  },
  "meta:containerId": "tenant",
  "meta:tenantNamespace": "_{TENANT_ID}"
}

刪除欄位群組 delete

有時可能需要從結構描述登入中移除欄位群組。這是透過使用路徑中提供的欄位群組ID執行DELETE請求來完成。

API格式

DELETE /tenant/fieldgroups/{FIELD_GROUP_ID}

參數

說明

{FIELD_GROUP_ID}

您要刪除之欄位群組的URL編碼$id URI或meta:altId。

要求

curl -X DELETE \
  https://platform.adobe.io/data/foundation/schemaregistry/tenant/fieldgroups/_{TENANT_ID}.mixins.d5cc04eb8d50190001287e4c869ebe67 \
  -H 'Authorization: Bearer {ACCESS_TOKEN}' \
  -H 'x-api-key: {API_KEY}' \
  -H 'x-gw-ims-org-id: {ORG_ID}' \
  -H 'x-sandbox-name: {SANDBOX_NAME}'

回應

成功的回應會傳回HTTP狀態204 （無內容）和空白內文。

您可以嘗試對欄位群組進行查詢(GET)請求，以確認刪除。您需要在要求中加入Accept標頭，但應該會收到HTTP狀態404 （找不到），因為欄位群組已從結構描述登入中移除。

recommendation-more-help

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